Files
doris/be/src/exec/broker_scanner.cpp
Zhengguo Yang e023ef5404 [Load] Support multi bytes LineDelimiter and ColumnSeparator (#5462)
* [Internal][Support Multibytes Separator] doris-1079
support multi bytes LineDelimiter and ColumnSeparator
2021-03-09 09:35:39 +08:00

477 lines
16 KiB
C++

// Licensed to the Apache Software Foundation (ASF) under one
// or more contributor license agreements. See the NOTICE file
// distributed with this work for additional information
// regarding copyright ownership. The ASF licenses this file
// to you under the Apache License, Version 2.0 (the
// "License"); you may not use this file except in compliance
// with the License. You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing,
// software distributed under the License is distributed on an
// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
// KIND, either express or implied. See the License for the
// specific language governing permissions and limitations
// under the License.
#include "exec/broker_scanner.h"
#include <iostream>
#include <sstream>
#include "exec/broker_reader.h"
#include "exec/decompressor.h"
#include "exec/exec_node.h"
#include "exec/local_file_reader.h"
#include "exec/plain_text_line_reader.h"
#include "exec/s3_reader.h"
#include "exec/text_converter.h"
#include "exec/text_converter.hpp"
#include "exprs/expr.h"
#include "runtime/descriptors.h"
#include "runtime/exec_env.h"
#include "runtime/mem_tracker.h"
#include "runtime/raw_value.h"
#include "runtime/stream_load/load_stream_mgr.h"
#include "runtime/stream_load/stream_load_pipe.h"
#include "runtime/tuple.h"
#include "util/utf8_check.h"
namespace doris {
BrokerScanner::BrokerScanner(RuntimeState* state, RuntimeProfile* profile,
const TBrokerScanRangeParams& params,
const std::vector<TBrokerRangeDesc>& ranges,
const std::vector<TNetworkAddress>& broker_addresses,
const std::vector<ExprContext*>& pre_filter_ctxs,
ScannerCounter* counter)
: BaseScanner(state, profile, params, pre_filter_ctxs, counter),
_ranges(ranges),
_broker_addresses(broker_addresses),
_cur_file_reader(nullptr),
_cur_line_reader(nullptr),
_cur_decompressor(nullptr),
_next_range(0),
_cur_line_reader_eof(false),
_scanner_eof(false),
_skip_next_line(false) {
if (params.__isset.column_separator_length && params.column_separator_length > 1) {
_value_separator = params.column_separator_str;
_value_separator_length = params.column_separator_length;
} else {
_value_separator.push_back(static_cast<char>(params.column_separator));
_value_separator_length = 1;
}
if (params.__isset.line_delimiter_length && params.line_delimiter_length > 1) {
_line_delimiter = params.line_delimiter_str;
_line_delimiter_length = params.line_delimiter_length;
} else {
_line_delimiter.push_back(static_cast<char>(params.line_delimiter));
_line_delimiter_length = 1;
}
}
BrokerScanner::~BrokerScanner() {
close();
}
Status BrokerScanner::open() {
RETURN_IF_ERROR(BaseScanner::open()); // base default function
_text_converter.reset(new (std::nothrow) TextConverter('\\'));
if (_text_converter == nullptr) {
return Status::InternalError("No memory error.");
}
return Status::OK();
}
Status BrokerScanner::get_next(Tuple* tuple, MemPool* tuple_pool, bool* eof) {
SCOPED_TIMER(_read_timer);
// Get one line
while (!_scanner_eof) {
if (_cur_line_reader == nullptr || _cur_line_reader_eof) {
RETURN_IF_ERROR(open_next_reader());
// If there isn't any more reader, break this
if (_scanner_eof) {
continue;
}
}
const uint8_t* ptr = nullptr;
size_t size = 0;
RETURN_IF_ERROR(_cur_line_reader->read_line(&ptr, &size, &_cur_line_reader_eof));
if (_skip_next_line) {
_skip_next_line = false;
continue;
}
if (size == 0) {
// Read empty row, just continue
continue;
}
{
COUNTER_UPDATE(_rows_read_counter, 1);
SCOPED_TIMER(_materialize_timer);
if (convert_one_row(Slice(ptr, size), tuple, tuple_pool)) {
break;
}
}
}
if (_scanner_eof) {
*eof = true;
} else {
*eof = false;
}
return Status::OK();
}
Status BrokerScanner::open_next_reader() {
if (_next_range >= _ranges.size()) {
_scanner_eof = true;
return Status::OK();
}
RETURN_IF_ERROR(open_file_reader());
RETURN_IF_ERROR(open_line_reader());
_next_range++;
return Status::OK();
}
Status BrokerScanner::open_file_reader() {
if (_cur_file_reader != nullptr) {
if (_stream_load_pipe != nullptr) {
_stream_load_pipe.reset();
_cur_file_reader = nullptr;
} else {
delete _cur_file_reader;
_cur_file_reader = nullptr;
}
}
const TBrokerRangeDesc& range = _ranges[_next_range];
int64_t start_offset = range.start_offset;
if (start_offset != 0) {
start_offset -= 1;
}
switch (range.file_type) {
case TFileType::FILE_LOCAL: {
LocalFileReader* file_reader = new LocalFileReader(range.path, start_offset);
RETURN_IF_ERROR(file_reader->open());
_cur_file_reader = file_reader;
break;
}
case TFileType::FILE_BROKER: {
BrokerReader* broker_reader =
new BrokerReader(_state->exec_env(), _broker_addresses, _params.properties,
range.path, start_offset);
RETURN_IF_ERROR(broker_reader->open());
_cur_file_reader = broker_reader;
break;
}
case TFileType::FILE_S3: {
S3Reader* s3_reader = new S3Reader(_params.properties, range.path, start_offset);
RETURN_IF_ERROR(s3_reader->open());
_cur_file_reader = s3_reader;
break;
}
case TFileType::FILE_STREAM: {
_stream_load_pipe = _state->exec_env()->load_stream_mgr()->get(range.load_id);
if (_stream_load_pipe == nullptr) {
VLOG_NOTICE << "unknown stream load id: " << UniqueId(range.load_id);
return Status::InternalError("unknown stream load id");
}
_cur_file_reader = _stream_load_pipe.get();
break;
}
default: {
std::stringstream ss;
ss << "Unknown file type, type=" << range.file_type;
return Status::InternalError(ss.str());
}
}
return Status::OK();
}
Status BrokerScanner::create_decompressor(TFileFormatType::type type) {
if (_cur_decompressor == nullptr) {
delete _cur_decompressor;
_cur_decompressor = nullptr;
}
CompressType compress_type;
switch (type) {
case TFileFormatType::FORMAT_CSV_PLAIN:
case TFileFormatType::FORMAT_JSON:
compress_type = CompressType::UNCOMPRESSED;
break;
case TFileFormatType::FORMAT_CSV_GZ:
compress_type = CompressType::GZIP;
break;
case TFileFormatType::FORMAT_CSV_BZ2:
compress_type = CompressType::BZIP2;
break;
case TFileFormatType::FORMAT_CSV_LZ4FRAME:
compress_type = CompressType::LZ4FRAME;
break;
case TFileFormatType::FORMAT_CSV_LZOP:
compress_type = CompressType::LZOP;
break;
case TFileFormatType::FORMAT_CSV_DEFLATE:
compress_type = CompressType::DEFLATE;
break;
default: {
std::stringstream ss;
ss << "Unknown format type, type=" << type;
return Status::InternalError(ss.str());
}
}
RETURN_IF_ERROR(Decompressor::create_decompressor(compress_type, &_cur_decompressor));
return Status::OK();
}
Status BrokerScanner::open_line_reader() {
if (_cur_decompressor != nullptr) {
delete _cur_decompressor;
_cur_decompressor = nullptr;
}
if (_cur_line_reader != nullptr) {
delete _cur_line_reader;
_cur_line_reader = nullptr;
}
const TBrokerRangeDesc& range = _ranges[_next_range];
int64_t size = range.size;
if (range.start_offset != 0) {
if (range.format_type != TFileFormatType::FORMAT_CSV_PLAIN) {
std::stringstream ss;
ss << "For now we do not support split compressed file";
return Status::InternalError(ss.str());
}
size += 1;
_skip_next_line = true;
} else {
_skip_next_line = false;
}
// create decompressor.
// _decompressor may be NULL if this is not a compressed file
RETURN_IF_ERROR(create_decompressor(range.format_type));
// open line reader
switch (range.format_type) {
case TFileFormatType::FORMAT_CSV_PLAIN:
case TFileFormatType::FORMAT_CSV_GZ:
case TFileFormatType::FORMAT_CSV_BZ2:
case TFileFormatType::FORMAT_CSV_LZ4FRAME:
case TFileFormatType::FORMAT_CSV_LZOP:
case TFileFormatType::FORMAT_CSV_DEFLATE:
_cur_line_reader = new PlainTextLineReader(_profile, _cur_file_reader, _cur_decompressor,
size, _line_delimiter, _line_delimiter_length);
break;
default: {
std::stringstream ss;
ss << "Unknown format type, type=" << range.format_type;
return Status::InternalError(ss.str());
}
}
_cur_line_reader_eof = false;
return Status::OK();
}
void BrokerScanner::close() {
if (_cur_decompressor != nullptr) {
delete _cur_decompressor;
_cur_decompressor = nullptr;
}
if (_cur_line_reader != nullptr) {
delete _cur_line_reader;
_cur_line_reader = nullptr;
}
if (_cur_file_reader != nullptr) {
if (_stream_load_pipe != nullptr) {
_stream_load_pipe.reset();
_cur_file_reader = nullptr;
} else {
delete _cur_file_reader;
_cur_file_reader = nullptr;
}
}
}
void BrokerScanner::split_line(const Slice& line, std::vector<Slice>* values) {
const char* value = line.data;
size_t i = 0;
// TODO improve the performance
while (i < line.size) {
if (i + _value_separator_length <= line.size) {
if (_value_separator.compare(0, _value_separator_length, line.data + i,
_value_separator_length) == 0) {
values->emplace_back(value, line.data + i - value);
value = line.data + i + _value_separator_length;
i += _value_separator_length;
} else {
++i;
}
} else {
break;
}
}
values->emplace_back(value, line.data + i - value);
}
void BrokerScanner::fill_fix_length_string(const Slice& value, MemPool* pool, char** new_value_p,
const int new_value_length) {
if (new_value_length != 0 && value.size < new_value_length) {
*new_value_p = reinterpret_cast<char*>(pool->allocate(new_value_length));
// 'value' is guaranteed not to be nullptr
memcpy(*new_value_p, value.data, value.size);
for (int i = value.size; i < new_value_length; ++i) {
(*new_value_p)[i] = '\0';
}
}
}
// Following format are included.
// .123 1.23 123. -1.23
// ATTN: The decimal point and (for negative numbers) the "-" sign are not counted.
// like '.123', it will be regarded as '0.123', but it match decimal(3, 3)
bool BrokerScanner::check_decimal_input(const Slice& slice, int precision, int scale,
std::stringstream* error_msg) {
const char* value = slice.data;
size_t value_length = slice.size;
if (value_length > (precision + 2)) {
(*error_msg) << "the length of decimal value is overflow. "
<< "precision in schema: (" << precision << ", " << scale << "); "
<< "value: [" << slice.to_string() << "]; "
<< "str actual length: " << value_length << ";";
return false;
}
// ignore leading spaces and trailing spaces
int begin_index = 0;
while (begin_index < value_length && std::isspace(value[begin_index])) {
++begin_index;
}
int end_index = value_length - 1;
while (end_index >= begin_index && std::isspace(value[end_index])) {
--end_index;
}
if (value[begin_index] == '+' || value[begin_index] == '-') {
++begin_index;
}
int point_index = -1;
for (int i = begin_index; i <= end_index; ++i) {
if (value[i] == '.') {
point_index = i;
}
}
int value_int_len = 0;
int value_frac_len = 0;
value_int_len = point_index - begin_index;
value_frac_len = end_index - point_index;
if (point_index == -1) {
// an int value: like 123
value_int_len = end_index - begin_index + 1;
value_frac_len = 0;
} else {
value_int_len = point_index - begin_index;
value_frac_len = end_index - point_index;
}
if (value_int_len > (precision - scale)) {
(*error_msg) << "the int part length longer than schema precision [" << precision << "]. "
<< "value [" << slice.to_string() << "]. ";
return false;
} else if (value_frac_len > scale) {
(*error_msg) << "the frac part length longer than schema scale [" << scale << "]. "
<< "value [" << slice.to_string() << "]. ";
return false;
}
return true;
}
bool is_null(const Slice& slice) {
return slice.size == 2 && slice.data[0] == '\\' && slice.data[1] == 'N';
}
// Convert one row to this tuple
bool BrokerScanner::convert_one_row(const Slice& line, Tuple* tuple, MemPool* tuple_pool) {
if (!line_to_src_tuple(line)) {
return false;
}
return fill_dest_tuple(tuple, tuple_pool);
}
// Convert one row to this tuple
bool BrokerScanner::line_to_src_tuple(const Slice& line) {
if (!validate_utf8(line.data, line.size)) {
std::stringstream error_msg;
error_msg << "data is not encoded by UTF-8";
_state->append_error_msg_to_file("Unable to display", error_msg.str());
_counter->num_rows_filtered++;
return false;
}
std::vector<Slice> values;
{ split_line(line, &values); }
// range of current file
const TBrokerRangeDesc& range = _ranges.at(_next_range - 1);
const std::vector<std::string>& columns_from_path = range.columns_from_path;
if (values.size() + columns_from_path.size() < _src_slot_descs.size()) {
std::stringstream error_msg;
error_msg << "actual column number is less than schema column number. "
<< "actual number: " << values.size() << " column separator: ["
<< _value_separator << "], "
<< "line delimiter: [" << _line_delimiter << "], "
<< "schema number: " << _src_slot_descs.size() << "; ";
_state->append_error_msg_to_file(std::string(line.data, line.size), error_msg.str());
_counter->num_rows_filtered++;
return false;
} else if (values.size() + columns_from_path.size() > _src_slot_descs.size()) {
std::stringstream error_msg;
error_msg << "actual column number is more than schema column number. "
<< "actual number: " << values.size() << " column separator: ["
<< _value_separator << "], "
<< "line delimiter: [" << _line_delimiter << "], "
<< "schema number: " << _src_slot_descs.size() << "; ";
_state->append_error_msg_to_file(std::string(line.data, line.size), error_msg.str());
_counter->num_rows_filtered++;
return false;
}
for (int i = 0; i < values.size(); ++i) {
auto slot_desc = _src_slot_descs[i];
const Slice& value = values[i];
if (slot_desc->is_nullable() && is_null(value)) {
_src_tuple->set_null(slot_desc->null_indicator_offset());
continue;
}
_src_tuple->set_not_null(slot_desc->null_indicator_offset());
void* slot = _src_tuple->get_slot(slot_desc->tuple_offset());
StringValue* str_slot = reinterpret_cast<StringValue*>(slot);
str_slot->ptr = value.data;
str_slot->len = value.size;
}
if (range.__isset.num_of_columns_from_file) {
fill_slots_of_columns_from_path(range.num_of_columns_from_file, columns_from_path);
}
return true;
}
} // namespace doris